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kaishijeng's Projects

aimet icon aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-depth icon auto-depth

3D Reconstruction / Pseudo LiDAR via Deep Learning

autonomous-driving-vehicle-detection icon autonomous-driving-vehicle-detection

Created vehicle detection and tracking pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

cam2bev icon cam2bev

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

carla-rl icon carla-rl

Reinforcement Learning codebase for self-driving car in Carla

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

dmphn-cvpr19-master icon dmphn-cvpr19-master

Pytorch Implementation of CVPR19 "Deep Stacked Multi-patch Hierarchical Network for Image Deblurring"

hanet icon hanet

Official PyTorch implementation of HANet (CVPR 2020)

lanefinder icon lanefinder

TPU accelerated traffic lane segmentation engine for your Raspberry Pi

mega.pytorch icon mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

modeld icon modeld

Self driving car lane and path detection

polylanenet icon polylanenet

Repository for the paper entitled "PolyLaneNet: Lane Estimation via Deep Polynomial Regression"

pynet icon pynet

Generating RGB photos from RAW image files with PyNET

pytorch-unflow icon pytorch-unflow

a reimplementation of UnFlow in PyTorch that matches the official TensorFlow version

shelfnet icon shelfnet

implementation for paper "ShelfNet for fast semantic segmentation"

superdrive icon superdrive

A live deep neural network based lane/path detection system based on SuperCombo

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YOLOv4, YOLOv3, YOLO-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

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